vllm
https://github.com/vllm-project/vllm
Python
A high-throughput and memory-efficient inference and serving engine for LLMs
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- Issues
- [Roadmap] vLLM Roadmap Q3 2026
- [ROCm][Bugfix] Pad block-FP8 MoE intermediate size for TP when not divisible by block_n
- [Metrics] Add sub-second buckets to request-level latency histograms
- [Core] Make the DeepGEMM JIT cache key portable across install layouts
- [Roadmap] Cold Start Q3 2026
- [Performance]: Model download at CLI entry: prior art, a first measurement, and a go/no-go protocol
- [Attention] DCP sparse MLA output-merge optimizations
- [Quantization] Fix misleading NVFP4 Marlin linear warning on FP4-native GPUs
- [Refactor]: StructuredOutputManager x Speculative Decoding Refactor
- [RFC]: Layerwise and Sparse KV cache offloading to support longer sequence length
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